The sunlight streaming through the window seemed too bright, the sounds of the city too loud. Elena clutched the faded photographs. A tremor ran through her limbs. She kept repeating herself, “This can’t be right, it just can’t.”

The photographs contradicted everything her mother had ever told her about her grandparents' courtship. There were pictures of her grandfather kissing a woman with raven hair and a mischievous glint in her eyes, not her grandmother with her prim smile and sensible shoes. Elena felt a strange tightening in her chest.

She took a deep, shaky breath. The photos felt like a betrayal not only of her grandmother, but of her own understanding of her family. Her vision blurred, and the image in front of her swirled.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210